The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 578 543 653
Rank change year-on-year
-35 +110
Permanent jobs citing Predictive Analytics 80 120 60
As % of all permanent IT jobs located in London 0.19% 0.27% 0.12%
As % of the Processes & Methodologies category 0.21% 0.31% 0.14%
Number of salaries quoted 68 87 42
Median salary £60,000 £57,500 £70,000
Median salary % change year-on-year
+4.34% -17.85%
90% offered a salary of more than £45,000 £37,500 £44,000
10% offered a salary of more than £95,550 £80,000 £100,000
UK excluding London median salary £57,500 £45,000 £42,500
% change year-on-year
+27.77% +5.88%
Predictive Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
37554 38789 42993
As % of all permanent IT jobs located in London 89.12% 87.11% 86.54%
Number of salaries quoted 32308 32375 35356
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,863 £37,500 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in London

Predictive Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics across the London region.

Predictive Analytics Salary Trend in London

Predictive Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the London region over the 3 months to 3 May 2016.

Predictive Analytics Salary Histogram in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 3 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +52 11 £72,500 +45.00% 2
Wimbledon - 1 £77,500 -
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 3 May 2016, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Predictive Analytics.

1 201 (100.00%) Analytics
2 121 (60.20%) Big Data
3 116 (57.71%) Machine Learning
4 91 (45.27%) Business Intelligence
5 89 (44.28%) R
6 87 (43.28%) SQL
7 78 (38.81%) Python
8 73 (36.32%) Hadoop
9 72 (35.82%) Java
9 72 (35.82%) Finance
10 66 (32.84%) Computer Science
10 66 (32.84%) Algorithms
11 63 (31.34%) Degree
12 56 (27.86%) Microsoft
13 48 (23.88%) Statistics
13 48 (23.88%) Presales
14 47 (23.38%) SQL Server
15 45 (22.39%) Data Warehouse
15 45 (22.39%) Mathematics
16 44 (21.89%) Analytical Skills
17 43 (21.39%) Performance Management
18 42 (20.90%) Predictive Modelling
18 42 (20.90%) Apache Spark
19 40 (19.90%) Visualisation
20 39 (19.40%) Oracle
21 37 (18.41%) Tableau
22 35 (17.41%) Data Mining
23 34 (16.92%) Agile Software Development
24 33 (16.42%) SQL Server Integration Services
25 32 (15.92%) Scala

Predictive Analytics
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 42 (20.90%) Apache Spark
2 27 (13.43%) SAS
3 16 (7.96%) Apache Pig
4 15 (7.46%) SharePoint
5 10 (4.98%) Apache
6 7 (3.48%) Elasticsearch
7 4 (1.99%) Apache Solr
8 2 (1.00%) CMS
8 2 (1.00%) DNN
9 1 (0.50%) NetWeaver
9 1 (0.50%) NServiceBus
9 1 (0.50%) Oracle SOA Suite
Applications
1 21 (10.45%) MS Excel
2 13 (6.47%) MS PowerPoint
3 12 (5.97%) S-PLUS
4 6 (2.99%) SPSS
4 6 (2.99%) Weka
5 4 (1.99%) MS Office
Business Applications
1 1 (0.50%) Dynamics NAV
1 1 (0.50%) Oracle BPM
1 1 (0.50%) SAP BPC
Cloud Services
1 23 (11.44%) Microsoft Azure
2 10 (4.98%) Azure Machine Learning
3 9 (4.48%) PaaS
4 8 (3.98%) Amazon AWS
5 4 (1.99%) Google Analytics
5 4 (1.99%) Google Cloud Platform
5 4 (1.99%) IaaS
6 2 (1.00%) Amazon S3
6 2 (1.00%) GitHub
7 1 (0.50%) Amazon EC2
7 1 (0.50%) Amazon EMR
7 1 (0.50%) Cloud Computing
Communications & Networking
1 12 (5.97%) WebEx
2 7 (3.48%) Internet
3 1 (0.50%) FTP
3 1 (0.50%) SMTP
Database & Business Intelligence
1 121 (60.20%) Big Data
2 73 (36.32%) Hadoop
3 47 (23.38%) SQL Server
4 45 (22.39%) Data Warehouse
5 35 (17.41%) Data Mining
6 33 (16.42%) SQL Server Integration Services
7 31 (15.42%) NoSQL
8 28 (13.93%) SQL Server Reporting Services
9 23 (11.44%) MySQL
9 23 (11.44%) Power BI
10 21 (10.45%) SQL Server Analysis Services
11 20 (9.95%) HDInsight
11 20 (9.95%) MongoDB
12 18 (8.96%) Apache Hive
13 16 (7.96%) Relational Database
14 13 (6.47%) QlikView
15 11 (5.47%) SQL Server 2014
16 10 (4.98%) Text Mining
17 9 (4.48%) Apache Cassandra
18 7 (3.48%) OLAP
Development Applications
1 3 (1.49%) Jenkins
2 1 (0.50%) Cucumber
2 1 (0.50%) Git (software)
2 1 (0.50%) Hudson
2 1 (0.50%) ProC
2 1 (0.50%) Ranorex
2 1 (0.50%) Selenium
2 1 (0.50%) SpecFlow
2 1 (0.50%) SQL Server Management Studio (SSMS)
2 1 (0.50%) Subversion
2 1 (0.50%) TeamCity
General
1 72 (35.82%) Finance
2 26 (12.94%) Marketing
3 18 (8.96%) Banking
3 18 (8.96%) Retail
4 7 (3.48%) Games
5 4 (1.99%) Law
6 3 (1.49%) Automotive
7 2 (1.00%) Aerospace
8 1 (0.50%) Billing
8 1 (0.50%) Legal
8 1 (0.50%) Manufacturing
8 1 (0.50%) Pharmaceutical
Job Titles
1 43 (21.39%) Data Scientist
2 35 (17.41%) Consultant
3 27 (13.43%) Architect
4 23 (11.44%) Data Architect
5 19 (9.45%) Analyst
6 16 (7.96%) Developer
6 16 (7.96%) Senior Data Scientist
7 12 (5.97%) Data Engineer
7 12 (5.97%) Presales Consultant
8 10 (4.98%) Business Intelligence Consultant
8 10 (4.98%) Business Intelligence Manager
8 10 (4.98%) Java Developer
8 10 (4.98%) Microsoft BI Consultant
8 10 (4.98%) Microsoft Consultant
9 9 (4.48%) Analytics Manager
10 8 (3.98%) Data Consultant
10 8 (3.98%) Java Consultant
10 8 (3.98%) Platform Architect
11 7 (3.48%) Business Consultant
11 7 (3.48%) Business Manager
Libraries, Frameworks & Software Standards
1 28 (13.93%) .NET
2 16 (7.96%) .NET Framework
3 15 (7.46%) HTML
4 13 (6.47%) D3.js
4 13 (6.47%) HTML5
5 9 (4.48%) MLlib
5 9 (4.48%) Natural Language Processing
5 9 (4.48%) RHadoop
6 8 (3.98%) MDX
7 7 (3.48%) Kafka
8 4 (1.99%) Cascading
8 4 (1.99%) Cascalog
8 4 (1.99%) Leaflet
8 4 (1.99%) Lucene
8 4 (1.99%) Spring
9 3 (1.49%) AngularJS
9 3 (1.49%) Entity Framework
9 3 (1.49%) Hibernate
9 3 (1.49%) NumPy
9 3 (1.49%) Pandas
Miscellaneous
1 66 (32.84%) Algorithms
1 66 (32.84%) Computer Science
2 48 (23.88%) Statistics
3 45 (22.39%) Mathematics
4 44 (21.89%) Analytical Skills
5 40 (19.90%) Visualisation
6 24 (11.94%) Artificial Intelligence
7 21 (10.45%) Neural Network
8 17 (8.46%) Fintech
9 11 (5.47%) Data Integration
10 10 (4.98%) Applied Mathematics
10 10 (4.98%) Economics
10 10 (4.98%) Mobile App
11 9 (4.48%) Digital Media
12 8 (3.98%) Data Structures
13 6 (2.99%) Enterprise Software
13 6 (2.99%) Management Information System
13 6 (2.99%) Physics
14 5 (2.49%) Credit Risk
15 3 (1.49%) PMI
Operating Systems
1 17 (8.46%) Linux
2 2 (1.00%) Unix
2 2 (1.00%) Windows
Processes & Methodologies
1 201 (100.00%) Analytics
2 116 (57.71%) Machine Learning
3 91 (45.27%) Business Intelligence
4 48 (23.88%) Presales
5 43 (21.39%) Performance Management
6 42 (20.90%) Predictive Modelling
7 34 (16.92%) Agile Software Development
8 27 (13.43%) Data Modelling
8 27 (13.43%) ETL
9 23 (11.44%) Statistical Modelling
10 22 (10.95%) Data Management
11 20 (9.95%) Open Source
12 19 (9.45%) Data Analytics
12 19 (9.45%) Scrum
13 18 (8.96%) Operations Research
14 15 (7.46%) Business Analysis
14 15 (7.46%) Information Management
14 15 (7.46%) Software Engineering
14 15 (7.46%) Waterfall
15 14 (6.97%) Data Visualisation
Programming Languages
1 89 (44.28%) R
2 87 (43.28%) SQL
3 78 (38.81%) Python
4 72 (35.82%) Java
5 32 (15.92%) Scala
6 30 (14.93%) C#
7 23 (11.44%) MATLAB
8 17 (8.46%) JavaScript
9 16 (7.96%) C
10 9 (4.48%) C++
11 7 (3.48%) Perl
11 7 (3.48%) T-SQL
12 6 (2.99%) VBA
13 5 (2.49%) HiveQL
14 2 (1.00%) Julia
15 1 (0.50%) ABAP
15 1 (0.50%) PL/SQL
15 1 (0.50%) Ruby
15 1 (0.50%) VB.NET
Qualifications
1 63 (31.34%) Degree
2 29 (14.43%) PhD
3 8 (3.98%) Microsoft Certification
4 3 (1.49%) PMI Certification
4 3 (1.49%) PMP
5 2 (1.00%) CIMA
5 2 (1.00%) MBA
5 2 (1.00%) SC Cleared
5 2 (1.00%) Security Cleared
6 1 (0.50%) ISTQB
6 1 (0.50%) Six Sigma Black Belt
6 1 (0.50%) Six Sigma Green Belt
Quality Assurance & Compliance
1 12 (5.97%) Data Quality
2 3 (1.49%) SLA
3 2 (1.00%) QA
System Software
1 6 (2.99%) Docker
2 1 (0.50%) Apache Flume
Systems Management
1 2 (1.00%) Puppet
2 1 (0.50%) Oozie
Vendors
1 56 (27.86%) Microsoft
2 39 (19.40%) Oracle
3 37 (18.41%) Tableau
4 15 (7.46%) SAP
5 12 (5.97%) Actian
5 12 (5.97%) RapidMiner
6 9 (4.48%) Google
7 7 (3.48%) IBM
8 3 (1.49%) Facebook
8 3 (1.49%) MicroStrategy
8 3 (1.49%) TOWER Software
9 2 (1.00%) Cloudera
9 2 (1.00%) Informatica
9 2 (1.00%) MuleSoft
10 1 (0.50%) Alteryx
10 1 (0.50%) Greenplum
10 1 (0.50%) Hortonworks
10 1 (0.50%) Sage
10 1 (0.50%) Sybase
City, London
Informatiq Consulting
Salary: £45000 - £59000 per annum + Bens
Posted: 12 hours ago
London
Computer Futures
Salary: £45000 per annum + £45,000 OTE
Posted: 19 days ago
London
Computer Futures
Salary: £120000 - £140000 per annum + Double OTE, Package
Posted: 19 days ago
London
Computer Futures
Salary: Double OTE, Package
Posted: 25 days ago
London
Computer Futures
Salary: £90000 - £180000 per annum + competitive
Posted: 25 days ago
Hayes, Middlesex
Vodafone
Salary: £Attractive Base plus Bonus, 28 days hols, pension sheme, share scheme
Posted: 27 days ago